Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "160"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 160 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 255 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 233 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_15257/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 160, Node 13:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 25.41% 0.312579 -0.852205 3.203520 0.727554 0.994681 0.507662 2.115006 0.739769 0.7820 0.7960 0.2441 3.564045 3.286929
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 3.23% 1.046261 -0.390510 3.791451 1.500609 1.869507 1.284020 3.581576 0.225861 0.7446 0.7455 0.2494 2.398173 2.340303
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.021317 -0.936618 0.406210 -0.428112 0.846129 0.000142 1.108258 -0.041703 0.0420 0.0329 0.0005 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.045331 -0.481776 4.452259 1.411859 0.787941 1.598620 -0.783667 -0.384735 0.6735 0.6914 0.3644 5.246412 4.446966
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.573297 -0.196089 3.955836 0.866935 0.985922 1.810788 2.695345 -0.292809 0.6734 0.6879 0.3571 6.266543 5.737740
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 20.43% -0.134064 -0.525558 2.921890 0.377143 0.752123 0.067665 1.224032 0.021853 0.7103 0.7112 0.2833 1.867044 1.890745
2459588 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.887958 -0.810293 4.766911 1.540346 0.467577 1.176071 2.059270 0.027434 0.7856 0.7776 0.2151 10.131133 7.811253
2459587 digital_ok 100.00% - - - 100.00% 0.00% 351.754851 354.478890 inf inf 38.401837 102.847061 275.432028 512.757971 nan nan nan 0.000000 0.000000
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 7.03% 0.00% -0.200364 -0.817886 -0.880946 -0.352871 -1.156894 1.301440 0.536339 -0.478779 0.6526 0.6699 0.3611 1.641791 1.624121
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.370064 0.837210 -0.225860 1.748476 1.482618 2.837655 0.848394 0.717942 0.0382 0.0428 0.0030 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.679551 0.279319 6.296145 -0.421863 9.681608 -0.191986 4.766734 1.981042 0.6156 0.6279 0.3597 0.000000 0.000000
2459583 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.536739 -0.309300 2.659081 -0.695222 0.230126 1.284899 4.541793 0.907173 0.6743 0.6906 0.3771 4.284896 4.060691
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% 0.896569 -0.206472 2.638118 -0.484745 2.161439 -0.222577 0.421511 0.067768 0.6760 0.6896 0.3786 1.469299 1.477544
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.00% 1.371359 -0.188210 2.008255 -0.175127 1.346312 -0.189129 1.278155 -0.473409 0.6832 0.6957 0.3722 1.797217 1.689546
2459580 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.599412 -0.321823 2.956419 -0.091232 1.534998 0.418526 8.957802 0.616587 0.6754 0.6892 0.3745 4.745734 4.239528
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.742444 -0.461139 3.659395 -0.189748 1.109887 0.559826 0.032729 -0.185540 0.6718 0.6854 0.3757 0.000000 0.000000
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.639617 0.481559 0.315475 -0.157156 2.655962 -0.017497 2.596176 -0.667021 0.0474 0.0443 0.0023 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 16.22% 0.583060 -0.099793 1.905436 -0.243418 1.538641 -0.054581 3.498079 -0.552753 0.6725 0.6847 0.3772 1.632478 1.514300
2459576 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 0.00% 0.031792 -0.427017 1.605776 -0.718383 0.345177 -0.462024 1.363337 -0.718987 0.7543 0.7630 0.3220 1.660197 1.584688
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.510404 -0.441624 1.162545 -0.668704 0.868626 -1.301824 3.922191 -0.407019 0.6945 0.7070 0.3737 1.648156 1.534911
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.630692 0.839547 3.770606 -0.203178 0.917576 -0.000669 -0.078765 0.000783 0.6954 0.7062 0.3726 1.524582 1.524602
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.953780 0.731410 1.502877 -0.423962 0.876019 -0.627788 -0.949221 -0.311819 0.6998 0.7106 0.3685 1.550476 1.579836
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459570 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.54% -0.516210 -0.685104 -0.382008 -0.706475 -0.426255 -0.642635 -0.586639 -0.729019 0.6837 0.7006 0.3465 1.118534 1.134945
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.243683 -0.084479 1.782686 -0.533319 1.537112 -0.788382 1.164603 -0.678206 0.7660 0.7733 0.2352 2.113484 1.826892
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.458924 -0.918451 2.410356 -0.389011 0.332932 0.301469 -0.030383 -0.608507 0.6872 0.7046 0.3919 1.538291 1.529638
2459565 digital_ok 0.00% - - - 100.00% 0.00% -2.008718 -2.008718 -1.878795 -1.878795 -0.888145 -0.888145 -0.944419 -0.944419 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% -0.672328 -0.434364 -2.543705 0.097592 0.597776 1.210468 1.876393 -0.001373 0.7023 0.7114 0.3855 1.540172 1.470878
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.342530 -0.859455 2.336998 0.363287 0.103915 0.276039 2.212244 -0.033021 0.6994 0.7121 0.3825 1.779686 1.613183
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.963275 -0.611659 -1.969856 -0.565878 -0.885388 0.289647 1.175740 -0.018484 0.7003 0.7163 0.3791 1.855066 1.590630
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.910911 -0.554143 -2.221976 -0.598573 -1.400151 1.037684 0.313208 -0.250333 0.7007 0.7179 0.3785 1.818046 1.597868
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.627745 -0.562711 -1.923083 -0.672876 -1.273672 1.092306 0.820666 0.018194 0.6984 0.7157 0.3873 1.720145 1.530092
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -1.158277 -0.970280 -2.054655 -0.907973 -1.692782 0.685133 0.618245 -0.219188 0.6953 0.7101 0.3798 1.797913 1.548945
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.097887 -0.908040 2.970932 -0.415418 0.867297 0.843217 7.140223 1.649111 0.6987 0.7090 0.3791 3.530879 3.104797
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0484 0.0375 0.0009 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.54% 1.084986 -0.843430 3.340075 -0.543852 2.091317 0.804743 1.395347 -0.014814 0.6932 0.7067 0.3827 1.730685 1.551916
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7025 0.7173 0.3884 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6970 0.7108 0.3867 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.039503 -0.571472 4.236833 0.696416 6.174540 1.276894 1.218449 -0.355803 0.7085 0.7171 0.3822 10.558333 8.521189
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.348690 -0.683535 -2.319218 -0.951913 -2.111500 0.956746 0.854739 -0.094389 0.7019 0.7161 0.3815 1.722023 1.543642
2459550 digital_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0579 0.0556 0.0012 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 8.11% 0.00% 0.331912 -0.740068 2.790229 -0.279344 1.731650 0.735138 1.527485 -0.436977 0.6949 0.7075 0.3967 1.763406 1.561660
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 0.445910 -0.689724 3.419589 0.402168 0.878499 -0.151573 3.217952 -0.312664 0.7466 0.7501 0.3540 1.796495 1.554152
2459541 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.00% -0.431427 -0.483653 -1.692099 -0.573314 -2.163379 0.049349 2.265383 0.045936 0.7527 0.7563 0.3383 1.590154 1.480570
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.742496 -0.252424 5.273960 1.311242 4.548265 -0.309835 24.860523 1.009287 0.7284 0.7348 0.4071 3.679547 3.013759
2459535 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.341264 -0.609565 -1.808128 -0.527314 -2.357819 -0.632334 8.159926 0.394555 0.7890 0.7806 0.3514 4.054482 3.316293
2459534 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.932049 -0.695565 -1.977598 -0.467808 -0.835505 -0.248962 9.683411 0.950684 0.7801 0.7679 0.3450 4.560150 3.588457
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% 0.809314 -0.566858 3.416184 -0.163682 2.960087 0.266695 -0.668887 0.677212 0.7190 0.7290 0.3952 1.530640 1.444519
2459532 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.071965 -0.804224 4.547449 -0.129418 3.395909 -0.309707 1.274635 1.091269 0.7252 0.7356 0.3893 3.793286 3.327499
2459530 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.825846 -0.511177 -1.843484 -0.612909 -1.746659 0.527988 7.489119 0.717886 0.7319 0.7353 0.3925 4.688718 3.706526
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.165863 0.697302 2.970743 -0.724515 3.056932 0.551017 1.888242 -0.232409 0.9090 0.9357 0.3014 0.000000 0.000000
2459523 digital_ok 0.00% - - - 18.37% 0.00% 0.009068 3.716677 3.921516 0.111008 0.710317 0.573462 0.597444 -0.477532 nan nan nan 2.242178 1.972029
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.533528 2.738588 4.314631 0.193803 0.751030 -0.263758 9.374641 0.354222 0.6653 0.6721 0.3507 3.265445 3.655193
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.005183 0.468163 0.073181 -0.628227 0.763107 0.089660 3.711661 0.329920 0.0554 0.0609 0.0076 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.579271 -0.959269 2.451071 -1.128482 1.121396 -0.572549 1.541259 -0.801094 0.9122 0.9435 0.1883 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.258469 -1.222508 3.553213 -0.218365 0.139474 0.330625 11.694456 0.754518 0.8896 0.8543 0.2093 26.775970 19.916951
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.741057 -0.729579 3.573061 0.205561 5.652355 0.907112 3.845243 0.094397 0.8846 0.8779 0.4332 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 160: 2459796

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 67.123678 18.808701 17.714734 64.935994 67.123678 23.870114 23.718454 17.907859 20.265005

Antenna 160: 2459795

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 55.709882 20.496234 21.365978 55.709882 53.851760 26.841655 26.925152 20.105577 17.413261

Antenna 160: 2459794

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 55.748152 20.753557 19.883585 54.154069 55.748152 32.511602 32.047583 26.809122 30.710501

Antenna 160: 2459793

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 70.986088 19.173673 19.239825 69.196376 70.986088 52.460692 68.544536 24.493235 39.064618

Antenna 160: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 63.968108 29.026795 29.327514 63.968108 62.805136 46.590015 46.720386 10.832424 9.848154

Antenna 160: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 69.046579 26.586872 26.726970 69.046579 68.071089 48.912068 49.357788 26.687311 23.029894

Antenna 160: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 56.099547 23.854321 24.250193 55.908610 56.099547 33.927247 33.609525 9.468164 10.405262

Antenna 160: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 69.079112 26.773500 25.639623 69.079112 67.711493 50.072158 52.259300 16.039035 13.847463

Antenna 160: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 70.629527 17.639821 16.582066 70.629527 68.958443 43.391908 45.222037 1.723109 1.336139

Antenna 160: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 69.512061 24.047899 24.544269 68.900386 69.512061 49.774956 47.451808 1.122363 1.101481

Antenna 160: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Temporal Variability 24.317209 22.497021 21.980939 20.878535 20.031540 22.265808 24.317209 4.850031 4.623177

Antenna 160: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape 20.354221 20.354221 20.303881 10.544612 9.947301 12.682773 13.758281 3.315151 3.167696

Antenna 160: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 6.186439 3.014799 3.364759 5.987684 6.186439 1.597020 1.145504 0.457357 0.601398

Antenna 160: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Temporal Variability 23.665251 14.184492 13.561062 13.073985 12.406034 21.823918 23.665251 3.136578 2.533034

Antenna 160: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Variability 37.454050 18.795057 19.809571 9.937609 9.920053 36.277605 37.454050 2.240737 2.660666

Antenna 160: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 90.390156 24.588975 21.913640 90.390156 88.616326 20.387932 22.213906 10.627958 8.745407

Antenna 160: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 36.402522 13.735620 16.373490 35.126595 36.402522 5.126423 4.096079 4.936448 5.699863

Antenna 160: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 59.580489 21.450889 19.536897 59.580489 58.001007 13.014453 15.422471 4.934639 4.255094

Antenna 160: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 75.780888 23.892748 22.100803 75.780888 73.746718 16.759657 19.536701 4.415842 3.871658

Antenna 160: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 83.993791 22.857232 24.698306 81.881953 83.993791 19.264129 15.977689 7.457368 8.824603

Antenna 160: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 37.195985 17.002296 19.926141 36.025441 37.195985 5.840039 5.348061 5.151414 6.367368

Antenna 160: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 34.119162 15.689485 14.490030 34.119162 33.171448 4.633093 5.618967 3.984484 3.441194

Antenna 160: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 97.424544 28.663359 26.600254 97.424544 94.843058 16.779989 21.355570 7.990140 6.872349

Antenna 160: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 40.438784 16.095300 17.899589 39.473803 40.438784 8.962199 4.659232 6.127920 3.463781

Antenna 160: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Power 65.244611 24.347258 21.947610 65.244611 63.789248 12.840334 15.381434 8.856659 7.472943

Antenna 160: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Discontinuties 36.326460 15.273439 34.242493 1.247654 2.940168 13.318354 15.328409 0.936282 36.326460

Antenna 160: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape 5.978495 3.487990 5.978495 0.747343 -0.134325 2.485750 1.659806 -1.178751 2.397705

Antenna 160: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape 17.746263 17.746263 8.353963 1.544108 0.034297 3.502190 3.968764 11.906603 0.707577

Antenna 160: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Discontinuties 55.748784 12.022376 18.732511 -0.326858 1.283044 4.640367 13.008670 3.017699 55.748784

Antenna 160: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Discontinuties 22.573931 9.797572 19.587489 -0.237729 1.111963 3.315858 7.788847 0.455737 22.573931

Antenna 160: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape 27.700917 27.700917 14.119367 1.557144 -0.125992 9.393879 3.524807 12.041777 0.780114

Antenna 160: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape 32.497383 16.386373 32.497383 1.334654 3.803281 11.861550 22.987142 2.514371 16.489816

Antenna 160: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Discontinuties 49.198808 17.544728 36.631577 1.013155 4.048390 16.817827 15.949579 2.548527 49.198808

Antenna 160: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Discontinuties 50.215357 12.712350 28.027049 -0.438719 1.765105 4.299380 12.215687 0.533767 50.215357

Antenna 160: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape 28.192451 11.489120 28.192451 0.255711 1.791109 2.342127 10.464206 0.277969 16.651136

Antenna 160: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Discontinuties 3.581748 1.182545 0.250660 1.303997 0.188799 0.437640 0.422057 -0.743887 3.581748

Antenna 160: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 Nnan Not Found ee Temporal Variability 2.538252 2.500469 1.979623 1.172644 1.327376 -0.556098 2.538252 -1.386947 -4.421135

Antenna 160: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape 28.656118 28.656118 12.027617 1.529693 -0.377814 7.694592 4.222532 8.620711 0.213319

Antenna 160: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Discontinuties 18.212887 2.227995 0.669220 1.307225 -0.139938 -0.141815 0.643914 0.858216 18.212887

Antenna 160: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape 20.427475 14.238911 20.427475 1.828335 5.182250 17.653099 15.410342 2.195144 14.606494

Antenna 160: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Discontinuties 7.261616 2.431036 1.148688 1.616753 -0.244991 1.190449 1.594617 0.148089 7.261616

Antenna 160: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Discontinuties 9.119094 2.503447 3.796788 1.284343 3.568989 1.017043 6.509571 9.119094 0.809829

Antenna 160: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Discontinuties 13.865612 2.477564 0.468546 3.066618 -0.349529 2.659672 0.422978 0.204646 13.865612

Antenna 160: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape 20.979593 14.197822 20.979593 2.561517 3.634098 6.602183 11.677268 4.116743 15.071253

Antenna 160: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape 9.831856 9.831856 6.564568 -0.021386 0.935402 4.604945 5.671067 6.692925 -0.129190

Antenna 160: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Shape 0.750870 0.143529 0.750870 -0.531348 0.656311 0.030018 -0.957378 -0.897581 -0.606469

Antenna 160: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Temporal Variability 2.837273 -0.797940 -0.193866 -0.322142 1.066599 0.490791 2.837273 -0.272166 -0.978571

Antenna 160: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 0.665025 0.540007 0.071584 0.665025 -0.430823 -1.069982 -0.178134 -0.624358 -0.836447

Antenna 160: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Variability 2.571712 -0.481902 0.090379 -0.988762 0.399448 2.571712 -0.956370 -0.733612 1.186970

Antenna 160: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 0.207469 -0.232411 -0.038224 -0.604621 0.207469 -0.118192 -0.645099 -0.683353 -0.868702

Antenna 160: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Shape 0.621179 -0.126986 0.621179 -0.769720 0.414713 0.024436 -1.536703 -0.783929 -0.900213

Antenna 160: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 0.172447 -0.342267 -0.058250 -0.856448 0.172447 -0.107120 -0.691224 -0.897314 -0.788524

Antenna 160: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 0.200956 -0.174716 -1.279016 0.200956 -0.468004 0.175326 -0.222938 -1.037105 -0.308623

Antenna 160: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Temporal Discontinuties 1.628338 0.028036 -0.260446 0.414010 -0.761557 0.678741 -0.229347 1.628338 -0.823831

Antenna 160: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 0.419014 -0.301470 0.145438 -0.664544 0.419014 0.318260 -1.044125 -0.615646 -0.533601

Antenna 160: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 0.692044 0.619842 -0.406975 0.692044 -0.778455 0.323609 0.530691 -0.932200 -0.678604

Antenna 160: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Shape 0.928383 0.928383 -0.266172 0.354296 -0.872644 -1.251575 0.267040 -1.144032 -0.674142

Antenna 160: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 0.607235 0.476839 -0.351588 0.607235 -0.706853 -1.533681 0.227565 -1.063415 -0.670485

Antenna 160: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 1.845240 0.418605 -1.130503 1.845240 -0.134176 1.416246 -0.143961 -1.517499 -0.407728

Antenna 160: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Shape 0.881423 -0.340291 0.881423 -0.710538 0.852879 0.404509 -1.118227 -0.633560 -0.879674

Antenna 160: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 1.497107 -0.678884 -0.277028 -0.080998 1.497107 0.708292 -0.064858 -0.399457 -0.786492

Antenna 160: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Shape 0.226241 0.213343 0.226241 -0.617935 -0.051962 -0.095622 -1.037820 -0.743253 -0.784088

Antenna 160: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Temporal Variability 0.946657 0.334938 0.449099 -0.370719 0.203254 0.946657 -0.491069 -0.809447 -0.838594

Antenna 160: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 1.934794 0.408967 -0.756755 1.934794 0.007835 0.875568 0.416006 -1.772464 0.117515

Antenna 160: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Temporal Discontinuties 4.367458 -0.531843 -0.519820 0.257964 0.088878 -0.126893 0.367059 -0.508066 4.367458

Antenna 160: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Shape 0.362457 0.332731 0.362457 -0.268660 0.110979 0.310986 -0.685885 -0.834578 -0.284021

Antenna 160: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Shape 1.023766 -0.251149 1.023766 -0.924511 0.540611 -0.252574 0.997691 -0.698874 -0.985659

Antenna 160: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Shape 1.058701 -0.106905 1.058701 -1.104602 0.824969 -0.733388 -1.073434 -1.094986 -1.448948

Antenna 160: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 1.543363 -0.549152 -1.448353 1.543363 0.187880 0.354789 0.679979 -1.193525 -0.133978

Antenna 160: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Temporal Variability 0.805339 -0.953444 -0.571337 0.296095 0.087733 0.324406 0.805339 -0.187393 -0.889096

Antenna 160: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Temporal Discontinuties 222710.288569 57276.801830 57276.801830 55084.275424 55084.275424 43327.991646 43327.991646 222710.288569 222710.288569

Antenna 160: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power -0.731736 -0.740685 -0.740685 -0.731736 -0.731736 -0.944895 -0.944895 -0.791462 -0.791462

Antenna 160: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 N13 digital_ok ee Power 0.864086 -1.002701 -0.018127 -0.746280 0.864086 -0.360267 0.466978 -0.619853 -0.541657

Antenna 160: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Temporal Variability 1.962870 -0.473202 -1.075561 1.853363 0.125425 1.962870 -0.509087 1.896416 0.116043

Antenna 160: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Shape 1.790840 1.790840 0.274315 0.259816 0.307462 -0.040402 -0.248938 -0.173643 0.354019

Antenna 160: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Power 1.723692 -0.269850 -1.005644 1.723692 1.016409 -0.906880 0.719435 -1.318427 1.333617

Antenna 160: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 13 digital_ok nn Temporal Discontinuties 3.393590 0.125630 -0.943297 2.608788 1.336433 0.333389 -0.998526 -1.869619 3.393590

Antenna 160: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 13 digital_ok nn Temporal Variability 1.785793 -0.274661 -0.673627 0.283098 0.704734 -0.962459 1.785793 -0.962695 0.314102

Antenna 160: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 160: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Power 1.565785 -0.529933 0.248327 0.165045 1.565785 0.812709 -0.769862 0.506955 -2.052217

Antenna 160: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Temporal Discontinuties 14.914738 -1.186537 -0.185091 0.222910 0.771884 -0.214636 3.125249 0.857386 14.914738

Antenna 160: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Temporal Discontinuties 14.109249 -1.062498 0.302820 -0.082036 0.541083 0.247233 1.514787 1.425223 14.109249

Antenna 160: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Temporal Discontinuties 10.010252 -0.172139 -1.254394 1.293600 0.314425 1.317460 0.929534 10.010252 0.540716

Antenna 160: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Temporal Discontinuties 2.884430 -1.211517 -0.102628 0.667998 1.006272 0.048894 -0.392719 0.448001 2.884430

Antenna 160: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Temporal Discontinuties 3.957956 0.017750 -1.117007 1.109554 -0.225155 0.652342 0.518686 3.957956 0.431510

Antenna 160: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Temporal Discontinuties 6.376508 -1.180584 -0.396115 -0.242453 1.579072 -0.057522 0.267579 0.771840 6.376508

Antenna 160: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 160: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Temporal Discontinuties 11.182197 -1.068650 -0.152496 0.565649 1.753432 0.666835 0.763129 0.497046 11.182197

Antenna 160: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Temporal Variability 2.335635 -1.283343 0.288445 -0.133113 1.340148 1.714291 2.335635 -0.349228 1.735215

Antenna 160: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 160: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Temporal Variability 1.375784 -1.047428 0.998690 0.079782 0.318277 0.507200 1.375784 0.190756 -1.009247

Antenna 160: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
160 13 digital_ok ee Temporal Discontinuties 3.145734 0.197381 -0.551473 1.783957 0.323787 2.012308 2.246452 3.145734 0.595749